Dataset statistics
| Number of variables | 42 |
|---|---|
| Number of observations | 154277 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 6427 |
| Duplicate rows (%) | 4.2% |
| Total size in memory | 49.4 MiB |
| Average record size in memory | 336.0 B |
Variable types
| Numeric | 26 |
|---|---|
| Categorical | 15 |
| Text | 1 |
urgent has constant value "0" | Constant |
num_outbound_cmds has constant value "0" | Constant |
is_host_login has constant value "0" | Constant |
| Dataset has 6427 (4.2%) duplicate rows | Duplicates |
count is highly overall correlated with dst_bytes and 8 other fields | High correlation |
diff_srv_rate is highly overall correlated with dst_host_diff_srv_rate and 9 other fields | High correlation |
dst_bytes is highly overall correlated with count and 2 other fields | High correlation |
dst_host_count is highly overall correlated with count and 3 other fields | High correlation |
dst_host_diff_srv_rate is highly overall correlated with count and 11 other fields | High correlation |
dst_host_rerror_rate is highly overall correlated with dst_host_srv_rerror_rate and 2 other fields | High correlation |
dst_host_same_src_port_rate is highly overall correlated with count and 12 other fields | High correlation |
dst_host_same_srv_rate is highly overall correlated with diff_srv_rate and 11 other fields | High correlation |
dst_host_serror_rate is highly overall correlated with diff_srv_rate and 9 other fields | High correlation |
dst_host_srv_count is highly overall correlated with count and 12 other fields | High correlation |
dst_host_srv_diff_host_rate is highly overall correlated with dst_bytes and 1 other fields | High correlation |
dst_host_srv_rerror_rate is highly overall correlated with dst_host_rerror_rate and 2 other fields | High correlation |
dst_host_srv_serror_rate is highly overall correlated with diff_srv_rate and 9 other fields | High correlation |
hot is highly overall correlated with is_guest_login and 1 other fields | High correlation |
is_guest_login is highly overall correlated with hot | High correlation |
label is highly overall correlated with land and 5 other fields | High correlation |
land is highly overall correlated with label | High correlation |
logged_in is highly overall correlated with count and 3 other fields | High correlation |
num_access_files is highly overall correlated with num_compromised and 2 other fields | High correlation |
num_compromised is highly overall correlated with hot and 2 other fields | High correlation |
num_failed_logins is highly overall correlated with label | High correlation |
num_root is highly overall correlated with num_access_files and 1 other fields | High correlation |
protocol_type is highly overall correlated with count and 6 other fields | High correlation |
rerror_rate is highly overall correlated with dst_host_rerror_rate and 2 other fields | High correlation |
root_shell is highly overall correlated with label | High correlation |
same_srv_rate is highly overall correlated with diff_srv_rate and 9 other fields | High correlation |
serror_rate is highly overall correlated with diff_srv_rate and 9 other fields | High correlation |
src_bytes is highly overall correlated with count and 11 other fields | High correlation |
srv_count is highly overall correlated with count and 6 other fields | High correlation |
srv_rerror_rate is highly overall correlated with dst_host_rerror_rate and 2 other fields | High correlation |
srv_serror_rate is highly overall correlated with diff_srv_rate and 9 other fields | High correlation |
su_attempted is highly overall correlated with num_access_files and 2 other fields | High correlation |
wrong_fragment is highly overall correlated with label | High correlation |
flag is highly imbalanced (69.9%) | Imbalance |
land is highly imbalanced (99.8%) | Imbalance |
wrong_fragment is highly imbalanced (95.4%) | Imbalance |
num_failed_logins is highly imbalanced (99.7%) | Imbalance |
root_shell is highly imbalanced (99.8%) | Imbalance |
su_attempted is highly imbalanced (> 99.9%) | Imbalance |
num_shells is highly imbalanced (99.9%) | Imbalance |
num_access_files is highly imbalanced (99.6%) | Imbalance |
is_guest_login is highly imbalanced (97.3%) | Imbalance |
label is highly imbalanced (54.0%) | Imbalance |
duration is highly skewed (γ1 = 26.10314625) | Skewed |
src_bytes is highly skewed (γ1 = 390.8421675) | Skewed |
dst_bytes is highly skewed (γ1 = 94.56909049) | Skewed |
hot is highly skewed (γ1 = 20.42565009) | Skewed |
num_compromised is highly skewed (γ1 = 349.3468716) | Skewed |
num_root is highly skewed (γ1 = 355.2700399) | Skewed |
num_file_creations is highly skewed (γ1 = 170.9496904) | Skewed |
duration has 150157 (97.3%) zeros | Zeros |
src_bytes has 36324 (23.5%) zeros | Zeros |
dst_bytes has 126570 (82.0%) zeros | Zeros |
hot has 151480 (98.2%) zeros | Zeros |
num_compromised has 152106 (98.6%) zeros | Zeros |
num_root has 154100 (99.9%) zeros | Zeros |
num_file_creations has 154194 (99.9%) zeros | Zeros |
serror_rate has 126408 (81.9%) zeros | Zeros |
srv_serror_rate has 127642 (82.7%) zeros | Zeros |
rerror_rate has 143479 (93.0%) zeros | Zeros |
srv_rerror_rate has 143204 (92.8%) zeros | Zeros |
same_srv_rate has 2050 (1.3%) zeros | Zeros |
diff_srv_rate has 119317 (77.3%) zeros | Zeros |
srv_diff_host_rate has 142812 (92.6%) zeros | Zeros |
dst_host_same_srv_rate has 5104 (3.3%) zeros | Zeros |
dst_host_diff_srv_rate has 107167 (69.5%) zeros | Zeros |
dst_host_same_src_port_rate has 45251 (29.3%) zeros | Zeros |
dst_host_srv_diff_host_rate has 137157 (88.9%) zeros | Zeros |
dst_host_serror_rate has 124366 (80.6%) zeros | Zeros |
dst_host_srv_serror_rate has 125858 (81.6%) zeros | Zeros |
dst_host_rerror_rate has 139900 (90.7%) zeros | Zeros |
dst_host_srv_rerror_rate has 140793 (91.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-01 12:25:20.571063 |
|---|---|
| Analysis finished | 2024-10-01 12:27:09.690005 |
| Duration | 1 minute and 49.12 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
duration
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 1073 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.705452 |
| Minimum | 0 |
|---|---|
| Maximum | 42448 |
| Zeros | 150157 |
| Zeros (%) | 97.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 42448 |
| Range | 42448 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 864.60825 |
|---|---|
| Coefficient of variation (CV) | 15.247357 |
| Kurtosis | 881.26108 |
| Mean | 56.705452 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.103146 |
| Sum | 8748347 |
| Variance | 747547.42 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 150157 | |
| 1 | 881 | 0.6% |
| 2 | 314 | 0.2% |
| 3 | 195 | 0.1% |
| 5 | 174 | 0.1% |
| 4 | 165 | 0.1% |
| 2630 | 144 | 0.1% |
| 14 | 98 | 0.1% |
| 12 | 55 | < 0.1% |
| 7 | 53 | < 0.1% |
| Other values (1063) | 2041 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 150157 | |
| 1 | 881 | 0.6% |
| 2 | 314 | 0.2% |
| 3 | 195 | 0.1% |
| 4 | 165 | 0.1% |
| 5 | 174 | 0.1% |
| 6 | 52 | < 0.1% |
| 7 | 53 | < 0.1% |
| 8 | 35 | < 0.1% |
| 9 | 47 | < 0.1% |
| Value | Count | Frequency (%) |
| 42448 | 1 | |
| 42088 | 1 | |
| 41065 | 1 | |
| 40929 | 1 | |
| 40806 | 1 | |
| 40682 | 1 | |
| 40571 | 1 | |
| 40448 | 1 | |
| 40339 | 1 | |
| 40232 | 1 |
protocol_type
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| icmp | |
|---|---|
| tcp | |
| udp | 6910 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.5578667 |
| Min length | 3 |
Characters and Unicode
| Total characters | 548897 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | icmp |
|---|---|
| 2nd row | icmp |
| 3rd row | tcp |
| 4th row | tcp |
| 5th row | icmp |
Common Values
| Value | Count | Frequency (%) |
| icmp | 86066 | |
| tcp | 61301 | |
| udp | 6910 | 4.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| icmp | 86066 | |
| tcp | 61301 | |
| udp | 6910 | 4.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 154277 | |
| c | 147367 | |
| i | 86066 | |
| m | 86066 | |
| t | 61301 | 11.2% |
| u | 6910 | 1.3% |
| d | 6910 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 548897 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| p | 154277 | |
| c | 147367 | |
| i | 86066 | |
| m | 86066 | |
| t | 61301 | 11.2% |
| u | 6910 | 1.3% |
| d | 6910 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 548897 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| p | 154277 | |
| c | 147367 | |
| i | 86066 | |
| m | 86066 | |
| t | 61301 | 11.2% |
| u | 6910 | 1.3% |
| d | 6910 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 548897 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| p | 154277 | |
| c | 147367 | |
| i | 86066 | |
| m | 86066 | |
| t | 61301 | 11.2% |
| u | 6910 | 1.3% |
| d | 6910 | 1.3% |
service
Text
| Distinct | 65 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 5.3719284 |
| Min length | 3 |
Characters and Unicode
| Total characters | 828765 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | ecr_i |
|---|---|
| 2nd row | ecr_i |
| 3rd row | private |
| 4th row | private |
| 5th row | ecr_i |
| Value | Count | Frequency (%) |
| ecr_i | 84517 | |
| private | 34784 | |
| http | 20927 | 13.6% |
| other | 3201 | 2.1% |
| smtp | 2921 | 1.9% |
| ftp_data | 1982 | 1.3% |
| domain_u | 1719 | 1.1% |
| eco_i | 1382 | 0.9% |
| ftp | 461 | 0.3% |
| finger | 235 | 0.2% |
| Other values (55) | 2148 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 125306 | |
| i | 123333 | |
| r | 123225 | |
| _ | 90295 | |
| t | 88615 | |
| c | 86210 | |
| p | 62063 | |
| a | 40927 | 4.9% |
| v | 34817 | 4.2% |
| h | 24529 | 3.0% |
| Other values (28) | 29445 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 828765 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 125306 | |
| i | 123333 | |
| r | 123225 | |
| _ | 90295 | |
| t | 88615 | |
| c | 86210 | |
| p | 62063 | |
| a | 40927 | 4.9% |
| v | 34817 | 4.2% |
| h | 24529 | 3.0% |
| Other values (28) | 29445 | 3.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 828765 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 125306 | |
| i | 123333 | |
| r | 123225 | |
| _ | 90295 | |
| t | 88615 | |
| c | 86210 | |
| p | 62063 | |
| a | 40927 | 4.9% |
| v | 34817 | 4.2% |
| h | 24529 | 3.0% |
| Other values (28) | 29445 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 828765 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 125306 | |
| i | 123333 | |
| r | 123225 | |
| _ | 90295 | |
| t | 88615 | |
| c | 86210 | |
| p | 62063 | |
| a | 40927 | 4.9% |
| v | 34817 | 4.2% |
| h | 24529 | 3.0% |
| Other values (28) | 29445 | 3.6% |
flag
Categorical
IMBALANCE 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| SF | |
|---|---|
| S0 | |
| REJ | 9136 |
| RSTR | 878 |
| RSTO | 233 |
| Other values (6) | 164 |
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.0739579 |
| Min length | 2 |
Characters and Unicode
| Total characters | 319964 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SF |
|---|---|
| 2nd row | SF |
| 3rd row | S0 |
| 4th row | REJ |
| 5th row | SF |
Common Values
| Value | Count | Frequency (%) |
| SF | 117731 | |
| S0 | 26135 | 16.9% |
| REJ | 9136 | 5.9% |
| RSTR | 878 | 0.6% |
| RSTO | 233 | 0.2% |
| SH | 103 | 0.1% |
| S1 | 25 | < 0.1% |
| S2 | 12 | < 0.1% |
| RSTOS0 | 11 | < 0.1% |
| OTH | 8 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| sf | 117731 | |
| s0 | 26135 | 16.9% |
| rej | 9136 | 5.9% |
| rstr | 878 | 0.6% |
| rsto | 233 | 0.2% |
| sh | 103 | 0.1% |
| s1 | 25 | < 0.1% |
| s2 | 12 | < 0.1% |
| rstos0 | 11 | < 0.1% |
| oth | 8 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 145144 | |
| F | 117731 | |
| 0 | 26146 | 8.2% |
| R | 11136 | 3.5% |
| E | 9136 | 2.9% |
| J | 9136 | 2.9% |
| T | 1130 | 0.4% |
| O | 252 | 0.1% |
| H | 111 | < 0.1% |
| 1 | 25 | < 0.1% |
| Other values (2) | 17 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 319964 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 145144 | |
| F | 117731 | |
| 0 | 26146 | 8.2% |
| R | 11136 | 3.5% |
| E | 9136 | 2.9% |
| J | 9136 | 2.9% |
| T | 1130 | 0.4% |
| O | 252 | 0.1% |
| H | 111 | < 0.1% |
| 1 | 25 | < 0.1% |
| Other values (2) | 17 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 319964 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 145144 | |
| F | 117731 | |
| 0 | 26146 | 8.2% |
| R | 11136 | 3.5% |
| E | 9136 | 2.9% |
| J | 9136 | 2.9% |
| T | 1130 | 0.4% |
| O | 252 | 0.1% |
| H | 111 | < 0.1% |
| 1 | 25 | < 0.1% |
| Other values (2) | 17 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 319964 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 145144 | |
| F | 117731 | |
| 0 | 26146 | 8.2% |
| R | 11136 | 3.5% |
| E | 9136 | 2.9% |
| J | 9136 | 2.9% |
| T | 1130 | 0.4% |
| O | 252 | 0.1% |
| H | 111 | < 0.1% |
| 1 | 25 | < 0.1% |
| Other values (2) | 17 | < 0.1% |
src_bytes
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 2150 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7973.2607 |
| Minimum | 0 |
|---|---|
| Maximum | 6.9337564 × 108 |
| Zeros | 36324 |
| Zeros (%) | 23.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 28 |
| median | 520 |
| Q3 | 1032 |
| 95-th percentile | 1032 |
| Maximum | 6.9337564 × 108 |
| Range | 6.9337564 × 108 |
| Interquartile range (IQR) | 1004 |
Descriptive statistics
| Standard deviation | 1768217.5 |
|---|---|
| Coefficient of variation (CV) | 221.76843 |
| Kurtosis | 153257.48 |
| Mean | 7973.2607 |
| Median Absolute Deviation (MAD) | 512 |
| Skewness | 390.84217 |
| Sum | 1.2300907 × 109 |
| Variance | 3.1265932 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1032 | 68245 | |
| 0 | 36324 | |
| 520 | 15921 | 10.3% |
| 105 | 2257 | 1.5% |
| 54540 | 2143 | 1.4% |
| 28 | 980 | 0.6% |
| 8 | 961 | 0.6% |
| 147 | 813 | 0.5% |
| 334 | 617 | 0.4% |
| 146 | 577 | 0.4% |
| Other values (2140) | 25439 | 16.5% |
| Value | Count | Frequency (%) |
| 0 | 36324 | |
| 1 | 257 | 0.2% |
| 4 | 1 | < 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 36 | < 0.1% |
| 7 | 30 | < 0.1% |
| 8 | 961 | 0.6% |
| 9 | 44 | < 0.1% |
| 10 | 55 | < 0.1% |
| 11 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 693375640 | 1 | < 0.1% |
| 5135678 | 21 | |
| 5133877 | 1 | < 0.1% |
| 5133876 | 30 | |
| 5131424 | 7 | < 0.1% |
| 2500058 | 1 | < 0.1% |
| 2194619 | 6 | < 0.1% |
| 501760 | 3 | < 0.1% |
| 456980 | 1 | < 0.1% |
| 250736 | 1 | < 0.1% |
dst_bytes
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 6155 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1242.1889 |
| Minimum | 0 |
|---|---|
| Maximum | 5155468 |
| Zeros | 126570 |
| Zeros (%) | 82.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3082.2 |
| Maximum | 5155468 |
| Range | 5155468 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 52261.453 |
|---|---|
| Coefficient of variation (CV) | 42.072065 |
| Kurtosis | 9219.4713 |
| Mean | 1242.1889 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 94.56909 |
| Sum | 1.9164118 × 108 |
| Variance | 2.7312594 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 126570 | |
| 8314 | 2133 | 1.4% |
| 105 | 1302 | 0.8% |
| 146 | 750 | 0.5% |
| 147 | 737 | 0.5% |
| 145 | 308 | 0.2% |
| 330 | 262 | 0.2% |
| 42 | 257 | 0.2% |
| 332 | 244 | 0.2% |
| 331 | 241 | 0.2% |
| Other values (6145) | 21473 | 13.9% |
| Value | Count | Frequency (%) |
| 0 | 126570 | |
| 1 | 2 | < 0.1% |
| 4 | 40 | < 0.1% |
| 6 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 17 | 3 | < 0.1% |
| 24 | 9 | < 0.1% |
| 26 | 2 | < 0.1% |
| 27 | 1 | < 0.1% |
| 28 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 5155468 | 1 | |
| 5153771 | 1 | |
| 5153460 | 1 | |
| 5151385 | 1 | |
| 5151154 | 1 | |
| 5151049 | 1 | |
| 5150938 | 1 | |
| 5150877 | 1 | |
| 5150841 | 1 | |
| 5150836 | 1 |
land
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 | 21 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 154277 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 154256 | |
| 1 | 21 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 154256 | |
| 1 | 21 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 154256 | |
| 1 | 21 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154256 | |
| 1 | 21 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154256 | |
| 1 | 21 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154256 | |
| 1 | 21 | < 0.1% |
wrong_fragment
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 3 | 970 |
| 1 | 268 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 154277 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 153039 | |
| 3 | 970 | 0.6% |
| 1 | 268 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 153039 | |
| 3 | 970 | 0.6% |
| 1 | 268 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 153039 | |
| 3 | 970 | 0.6% |
| 1 | 268 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 153039 | |
| 3 | 970 | 0.6% |
| 1 | 268 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 153039 | |
| 3 | 970 | 0.6% |
| 1 | 268 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 153039 | |
| 3 | 970 | 0.6% |
| 1 | 268 | 0.2% |
urgent
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 154277 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 154277 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 154277 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 154277 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154277 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154277 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154277 |
hot
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.091147741 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 151480 |
| Zeros (%) | 98.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.2813931 |
|---|---|
| Coefficient of variation (CV) | 14.058418 |
| Kurtosis | 435.00029 |
| Mean | 0.091147741 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.42565 |
| Sum | 14062 |
| Variance | 1.6419682 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 151480 | |
| 2 | 2151 | 1.4% |
| 28 | 274 | 0.2% |
| 1 | 165 | 0.1% |
| 4 | 47 | < 0.1% |
| 6 | 37 | < 0.1% |
| 3 | 34 | < 0.1% |
| 5 | 25 | < 0.1% |
| 14 | 13 | < 0.1% |
| 30 | 11 | < 0.1% |
| Other values (10) | 40 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 151480 | |
| 1 | 165 | 0.1% |
| 2 | 2151 | 1.4% |
| 3 | 34 | < 0.1% |
| 4 | 47 | < 0.1% |
| 5 | 25 | < 0.1% |
| 6 | 37 | < 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 30 | 11 | < 0.1% |
| 28 | 274 | |
| 24 | 5 | < 0.1% |
| 22 | 7 | < 0.1% |
| 20 | 10 | < 0.1% |
| 19 | 11 | < 0.1% |
| 18 | 2 | < 0.1% |
| 17 | 1 | < 0.1% |
| 14 | 13 | < 0.1% |
| 12 | 1 | < 0.1% |
num_failed_logins
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 | 51 |
| 5 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 154277 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 154225 | |
| 1 | 51 | < 0.1% |
| 5 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 154225 | |
| 1 | 51 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 154225 | |
| 1 | 51 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154225 | |
| 1 | 51 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154225 | |
| 1 | 51 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154225 | |
| 1 | 51 | < 0.1% |
| 5 | 1 | < 0.1% |
logged_in
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 154277 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 129860 | |
| 1 | 24417 | 15.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 129860 | |
| 1 | 24417 | 15.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 129860 | |
| 1 | 24417 | 15.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 129860 | |
| 1 | 24417 | 15.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 129860 | |
| 1 | 24417 | 15.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 129860 | |
| 1 | 24417 | 15.8% |
num_compromised
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.022044764 |
| Minimum | 0 |
|---|---|
| Maximum | 884 |
| Zeros | 152106 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 884 |
| Range | 884 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.3650214 |
|---|---|
| Coefficient of variation (CV) | 107.28269 |
| Kurtosis | 127803.98 |
| Mean | 0.022044764 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 349.34687 |
| Sum | 3401 |
| Variance | 5.5933264 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 152106 | |
| 1 | 2141 | 1.4% |
| 2 | 13 | < 0.1% |
| 4 | 12 | < 0.1% |
| 6 | 1 | < 0.1% |
| 884 | 1 | < 0.1% |
| 281 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 152106 | |
| 1 | 2141 | 1.4% |
| 2 | 13 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 12 | < 0.1% |
| 6 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 281 | 1 | < 0.1% |
| 884 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 884 | 1 | < 0.1% |
| 281 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 4 | 12 | < 0.1% |
| 3 | 1 | < 0.1% |
| 2 | 13 | < 0.1% |
| 1 | 2141 | 1.4% |
| 0 | 152106 |
root_shell
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 | 23 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 154277 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 154254 | |
| 1 | 23 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 154254 | |
| 1 | 23 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 154254 | |
| 1 | 23 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154254 | |
| 1 | 23 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154254 | |
| 1 | 23 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154254 | |
| 1 | 23 | < 0.1% |
su_attempted
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 | 2 |
| 2 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 154277 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 154274 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 154274 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 154274 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154274 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154274 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154274 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
num_root
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.013832263 |
| Minimum | 0 |
|---|---|
| Maximum | 993 |
| Zeros | 154100 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 993 |
| Range | 993 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.6331489 |
|---|---|
| Coefficient of variation (CV) | 190.36284 |
| Kurtosis | 131898.34 |
| Mean | 0.013832263 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 355.27004 |
| Sum | 2134 |
| Variance | 6.933473 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 154100 | |
| 1 | 66 | < 0.1% |
| 9 | 60 | < 0.1% |
| 6 | 35 | < 0.1% |
| 2 | 6 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 3 | < 0.1% |
| 993 | 1 | < 0.1% |
| 278 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 154100 | |
| 1 | 66 | < 0.1% |
| 2 | 6 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 35 | < 0.1% |
| 9 | 60 | < 0.1% |
| 278 | 1 | < 0.1% |
| 993 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 993 | 1 | < 0.1% |
| 278 | 1 | < 0.1% |
| 9 | 60 | < 0.1% |
| 6 | 35 | < 0.1% |
| 5 | 3 | < 0.1% |
| 4 | 5 | < 0.1% |
| 2 | 6 | < 0.1% |
| 1 | 66 | < 0.1% |
| 0 | 154100 |
num_file_creations
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001276924 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 154194 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.12190711 |
|---|---|
| Coefficient of variation (CV) | 95.469353 |
| Kurtosis | 32319.644 |
| Mean | 0.001276924 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 170.94969 |
| Sum | 197 |
| Variance | 0.014861342 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 154194 | |
| 1 | 67 | < 0.1% |
| 2 | 8 | < 0.1% |
| 16 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 20 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 154194 | |
| 1 | 67 | < 0.1% |
| 2 | 8 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 16 | 2 | < 0.1% |
| 20 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 28 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 16 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 2 | 8 | < 0.1% |
| 1 | 67 | < 0.1% |
| 0 | 154194 |
num_shells
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 | 11 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 154277 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 154266 | |
| 1 | 11 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 154266 | |
| 1 | 11 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 154266 | |
| 1 | 11 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154266 | |
| 1 | 11 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154266 | |
| 1 | 11 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154266 | |
| 1 | 11 | < 0.1% |
num_access_files
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 | 127 |
| 2 | 5 |
| 8 | 1 |
| 4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 154277 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 154143 | |
| 1 | 127 | 0.1% |
| 2 | 5 | < 0.1% |
| 8 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 154143 | |
| 1 | 127 | 0.1% |
| 2 | 5 | < 0.1% |
| 8 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 154143 | |
| 1 | 127 | 0.1% |
| 2 | 5 | < 0.1% |
| 8 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154143 | |
| 1 | 127 | 0.1% |
| 2 | 5 | < 0.1% |
| 8 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154143 | |
| 1 | 127 | 0.1% |
| 2 | 5 | < 0.1% |
| 8 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154143 | |
| 1 | 127 | 0.1% |
| 2 | 5 | < 0.1% |
| 8 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
num_outbound_cmds
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 154277 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 154277 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 154277 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 154277 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154277 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154277 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154277 |
is_host_login
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 154277 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 154277 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 154277 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 154277 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154277 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154277 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154277 |
is_guest_login
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 | 425 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 154277 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 153852 | |
| 1 | 425 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 153852 | |
| 1 | 425 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 153852 | |
| 1 | 425 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 153852 | |
| 1 | 425 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 153852 | |
| 1 | 425 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 154277 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 153852 | |
| 1 | 425 | 0.3% |
count
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 450 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 322.33551 |
| Minimum | 0 |
|---|---|
| Maximum | 511 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 103 |
| median | 509 |
| Q3 | 511 |
| 95-th percentile | 511 |
| Maximum | 511 |
| Range | 511 |
| Interquartile range (IQR) | 408 |
Descriptive statistics
| Standard deviation | 217.27714 |
|---|---|
| Coefficient of variation (CV) | 0.67407139 |
| Kurtosis | -1.5702763 |
| Mean | 322.33551 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.46191388 |
| Sum | 49728955 |
| Variance | 47209.356 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 511 | 68785 | |
| 1 | 14065 | 9.1% |
| 510 | 8137 | 5.3% |
| 2 | 4292 | 2.8% |
| 4 | 2057 | 1.3% |
| 3 | 2026 | 1.3% |
| 509 | 1846 | 1.2% |
| 5 | 1601 | 1.0% |
| 6 | 1124 | 0.7% |
| 7 | 996 | 0.6% |
| Other values (440) | 49348 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 14065 | |
| 2 | 4292 | 2.8% |
| 3 | 2026 | 1.3% |
| 4 | 2057 | 1.3% |
| 5 | 1601 | 1.0% |
| 6 | 1124 | 0.7% |
| 7 | 996 | 0.6% |
| 8 | 874 | 0.6% |
| 9 | 797 | 0.5% |
| Value | Count | Frequency (%) |
| 511 | 68785 | |
| 510 | 8137 | 5.3% |
| 509 | 1846 | 1.2% |
| 508 | 448 | 0.3% |
| 507 | 160 | 0.1% |
| 506 | 48 | < 0.1% |
| 505 | 26 | < 0.1% |
| 504 | 43 | < 0.1% |
| 503 | 10 | < 0.1% |
| 502 | 13 | < 0.1% |
srv_count
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 374 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 281.53773 |
| Minimum | 0 |
|---|---|
| Maximum | 511 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 9 |
| median | 509 |
| Q3 | 511 |
| 95-th percentile | 511 |
| Maximum | 511 |
| Range | 511 |
| Interquartile range (IQR) | 502 |
Descriptive statistics
| Standard deviation | 247.62327 |
|---|---|
| Coefficient of variation (CV) | 0.87953849 |
| Kurtosis | -1.9569424 |
| Mean | 281.53773 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.18147395 |
| Sum | 43434797 |
| Variance | 61317.285 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 511 | 67820 | |
| 1 | 13843 | 9.0% |
| 510 | 8095 | 5.2% |
| 2 | 6389 | 4.1% |
| 3 | 3832 | 2.5% |
| 4 | 3390 | 2.2% |
| 5 | 3031 | 2.0% |
| 6 | 2669 | 1.7% |
| 8 | 2488 | 1.6% |
| 7 | 2449 | 1.6% |
| Other values (364) | 40271 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 13843 | |
| 2 | 6389 | |
| 3 | 3832 | 2.5% |
| 4 | 3390 | 2.2% |
| 5 | 3031 | 2.0% |
| 6 | 2669 | 1.7% |
| 7 | 2449 | 1.6% |
| 8 | 2488 | 1.6% |
| 9 | 2262 | 1.5% |
| Value | Count | Frequency (%) |
| 511 | 67820 | |
| 510 | 8095 | 5.2% |
| 509 | 1649 | 1.1% |
| 508 | 396 | 0.3% |
| 507 | 160 | 0.1% |
| 506 | 48 | < 0.1% |
| 505 | 26 | < 0.1% |
| 504 | 43 | < 0.1% |
| 503 | 10 | < 0.1% |
| 502 | 13 | < 0.1% |
serror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 92 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17080537 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 126408 |
| Zeros (%) | 81.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.37464291 |
|---|---|
| Coefficient of variation (CV) | 2.1933907 |
| Kurtosis | 1.0908948 |
| Mean | 0.17080537 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.7554292 |
| Sum | 26351.34 |
| Variance | 0.14035731 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 126408 | |
| 1 | 25923 | 16.8% |
| 0.08 | 132 | 0.1% |
| 0.99 | 112 | 0.1% |
| 0.01 | 109 | 0.1% |
| 0.05 | 108 | 0.1% |
| 0.14 | 105 | 0.1% |
| 0.07 | 93 | 0.1% |
| 0.13 | 88 | 0.1% |
| 0.06 | 82 | 0.1% |
| Other values (82) | 1117 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 126408 | |
| 0.01 | 109 | 0.1% |
| 0.02 | 53 | < 0.1% |
| 0.03 | 56 | < 0.1% |
| 0.04 | 81 | 0.1% |
| 0.05 | 108 | 0.1% |
| 0.06 | 82 | 0.1% |
| 0.07 | 93 | 0.1% |
| 0.08 | 132 | 0.1% |
| 0.09 | 80 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 25923 | |
| 0.99 | 112 | 0.1% |
| 0.98 | 6 | < 0.1% |
| 0.97 | 5 | < 0.1% |
| 0.96 | 4 | < 0.1% |
| 0.95 | 3 | < 0.1% |
| 0.94 | 1 | < 0.1% |
| 0.93 | 3 | < 0.1% |
| 0.92 | 1 | < 0.1% |
| 0.91 | 1 | < 0.1% |
srv_serror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 35 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17042145 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 127642 |
| Zeros (%) | 82.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.37563993 |
|---|---|
| Coefficient of variation (CV) | 2.2041823 |
| Kurtosis | 1.0795166 |
| Mean | 0.17042145 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.7542417 |
| Sum | 26292.11 |
| Variance | 0.14110536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 127642 | |
| 1 | 26220 | 17.0% |
| 0.03 | 40 | < 0.1% |
| 0.05 | 38 | < 0.1% |
| 0.5 | 38 | < 0.1% |
| 0.02 | 34 | < 0.1% |
| 0.06 | 34 | < 0.1% |
| 0.08 | 24 | < 0.1% |
| 0.25 | 23 | < 0.1% |
| 0.17 | 21 | < 0.1% |
| Other values (25) | 163 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 127642 | |
| 0.01 | 5 | < 0.1% |
| 0.02 | 34 | < 0.1% |
| 0.03 | 40 | < 0.1% |
| 0.04 | 18 | < 0.1% |
| 0.05 | 38 | < 0.1% |
| 0.06 | 34 | < 0.1% |
| 0.07 | 17 | < 0.1% |
| 0.08 | 24 | < 0.1% |
| 0.09 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 26220 | |
| 0.95 | 1 | < 0.1% |
| 0.94 | 3 | < 0.1% |
| 0.93 | 1 | < 0.1% |
| 0.92 | 3 | < 0.1% |
| 0.91 | 1 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 0.86 | 1 | < 0.1% |
| 0.85 | 2 | < 0.1% |
| 0.75 | 1 | < 0.1% |
rerror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 77 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0665256 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 143479 |
| Zeros (%) | 93.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.24638232 |
|---|---|
| Coefficient of variation (CV) | 3.7035716 |
| Kurtosis | 10.044635 |
| Mean | 0.0665256 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.4627943 |
| Sum | 10263.37 |
| Variance | 0.060704249 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 143479 | |
| 1 | 8931 | 5.8% |
| 0.86 | 112 | 0.1% |
| 0.87 | 102 | 0.1% |
| 0.92 | 95 | 0.1% |
| 0.9 | 91 | 0.1% |
| 0.95 | 91 | 0.1% |
| 0.25 | 85 | 0.1% |
| 0.91 | 74 | < 0.1% |
| 0.88 | 68 | < 0.1% |
| Other values (67) | 1149 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 143479 | |
| 0.01 | 41 | < 0.1% |
| 0.02 | 30 | < 0.1% |
| 0.03 | 16 | < 0.1% |
| 0.04 | 8 | < 0.1% |
| 0.05 | 7 | < 0.1% |
| 0.06 | 7 | < 0.1% |
| 0.07 | 6 | < 0.1% |
| 0.08 | 5 | < 0.1% |
| 0.09 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 8931 | |
| 0.99 | 34 | < 0.1% |
| 0.98 | 34 | < 0.1% |
| 0.97 | 36 | < 0.1% |
| 0.96 | 65 | < 0.1% |
| 0.95 | 91 | 0.1% |
| 0.94 | 63 | < 0.1% |
| 0.93 | 64 | < 0.1% |
| 0.92 | 95 | 0.1% |
| 0.91 | 74 | < 0.1% |
srv_rerror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 38 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.067316774 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 143204 |
| Zeros (%) | 92.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.24837337 |
|---|---|
| Coefficient of variation (CV) | 3.6896208 |
| Kurtosis | 10.065966 |
| Mean | 0.067316774 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.46542 |
| Sum | 10385.43 |
| Variance | 0.061689332 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 143204 | |
| 1 | 10115 | 6.6% |
| 0.33 | 201 | 0.1% |
| 0.5 | 140 | 0.1% |
| 0.25 | 127 | 0.1% |
| 0.2 | 116 | 0.1% |
| 0.17 | 101 | 0.1% |
| 0.14 | 34 | < 0.1% |
| 0.4 | 26 | < 0.1% |
| 0.29 | 23 | < 0.1% |
| Other values (28) | 190 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 143204 | |
| 0.01 | 1 | < 0.1% |
| 0.02 | 21 | < 0.1% |
| 0.03 | 13 | < 0.1% |
| 0.04 | 20 | < 0.1% |
| 0.05 | 14 | < 0.1% |
| 0.06 | 14 | < 0.1% |
| 0.07 | 15 | < 0.1% |
| 0.08 | 11 | < 0.1% |
| 0.09 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 10115 | |
| 0.88 | 1 | < 0.1% |
| 0.86 | 2 | < 0.1% |
| 0.83 | 1 | < 0.1% |
| 0.82 | 1 | < 0.1% |
| 0.81 | 1 | < 0.1% |
| 0.75 | 7 | < 0.1% |
| 0.71 | 1 | < 0.1% |
| 0.69 | 1 | < 0.1% |
| 0.67 | 18 | < 0.1% |
same_srv_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.79218263 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2050 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.03 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.38793205 |
|---|---|
| Coefficient of variation (CV) | 0.48970027 |
| Kurtosis | -0.14672838 |
| Mean | 0.79218263 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.3500691 |
| Sum | 122215.56 |
| Variance | 0.15049127 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 119332 | |
| 0.06 | 3315 | 2.1% |
| 0.05 | 3173 | 2.1% |
| 0.04 | 3048 | 2.0% |
| 0.07 | 3028 | 2.0% |
| 0.03 | 2868 | 1.9% |
| 0.02 | 2825 | 1.8% |
| 0.01 | 2690 | 1.7% |
| 0.08 | 2169 | 1.4% |
| 0 | 2050 | 1.3% |
| Other values (85) | 9779 | 6.3% |
| Value | Count | Frequency (%) |
| 0 | 2050 | |
| 0.01 | 2690 | |
| 0.02 | 2825 | |
| 0.03 | 2868 | |
| 0.04 | 3048 | |
| 0.05 | 3173 | |
| 0.06 | 3315 | |
| 0.07 | 3028 | |
| 0.08 | 2169 | |
| 0.09 | 1484 |
| Value | Count | Frequency (%) |
| 1 | 119332 | |
| 0.99 | 73 | < 0.1% |
| 0.98 | 65 | < 0.1% |
| 0.97 | 21 | < 0.1% |
| 0.96 | 7 | < 0.1% |
| 0.95 | 6 | < 0.1% |
| 0.94 | 2 | < 0.1% |
| 0.93 | 3 | < 0.1% |
| 0.92 | 4 | < 0.1% |
| 0.91 | 2 | < 0.1% |
diff_srv_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 71 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.027600614 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 119317 |
| Zeros (%) | 77.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.07 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.11576546 |
|---|---|
| Coefficient of variation (CV) | 4.1943072 |
| Kurtosis | 58.208359 |
| Mean | 0.027600614 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.4846271 |
| Sum | 4258.14 |
| Variance | 0.013401641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 119317 | |
| 0.06 | 15844 | 10.3% |
| 0.07 | 8655 | 5.6% |
| 0.05 | 5807 | 3.8% |
| 1 | 1771 | 1.1% |
| 0.08 | 954 | 0.6% |
| 0.04 | 315 | 0.2% |
| 0.5 | 192 | 0.1% |
| 0.67 | 191 | 0.1% |
| 0.09 | 140 | 0.1% |
| Other values (61) | 1091 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 119317 | |
| 0.01 | 31 | < 0.1% |
| 0.02 | 34 | < 0.1% |
| 0.03 | 68 | < 0.1% |
| 0.04 | 315 | 0.2% |
| 0.05 | 5807 | 3.8% |
| 0.06 | 15844 | 10.3% |
| 0.07 | 8655 | 5.6% |
| 0.08 | 954 | 0.6% |
| 0.09 | 140 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1771 | |
| 0.99 | 8 | < 0.1% |
| 0.97 | 2 | < 0.1% |
| 0.96 | 32 | < 0.1% |
| 0.95 | 17 | < 0.1% |
| 0.89 | 2 | < 0.1% |
| 0.88 | 1 | < 0.1% |
| 0.83 | 1 | < 0.1% |
| 0.82 | 1 | < 0.1% |
| 0.8 | 2 | < 0.1% |
srv_diff_host_rate
Real number (ℝ)
ZEROS 
| Distinct | 58 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.033352736 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 142812 |
| Zeros (%) | 92.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.16 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1553149 |
|---|---|
| Coefficient of variation (CV) | 4.6567365 |
| Kurtosis | 29.126917 |
| Mean | 0.033352736 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.3955589 |
| Sum | 5145.56 |
| Variance | 0.024122718 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 142812 | |
| 1 | 3087 | 2.0% |
| 0.67 | 560 | 0.4% |
| 0.5 | 520 | 0.3% |
| 0.12 | 466 | 0.3% |
| 0.33 | 423 | 0.3% |
| 0.11 | 372 | 0.2% |
| 0.25 | 353 | 0.2% |
| 0.1 | 338 | 0.2% |
| 0.4 | 336 | 0.2% |
| Other values (48) | 5010 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 142812 | |
| 0.01 | 122 | 0.1% |
| 0.02 | 135 | 0.1% |
| 0.03 | 55 | < 0.1% |
| 0.04 | 91 | 0.1% |
| 0.05 | 162 | 0.1% |
| 0.06 | 220 | 0.1% |
| 0.07 | 271 | 0.2% |
| 0.08 | 297 | 0.2% |
| 0.09 | 320 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 3087 | |
| 0.86 | 2 | < 0.1% |
| 0.83 | 5 | < 0.1% |
| 0.8 | 25 | < 0.1% |
| 0.75 | 110 | 0.1% |
| 0.71 | 4 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.67 | 560 | 0.4% |
| 0.64 | 2 | < 0.1% |
| 0.62 | 6 | < 0.1% |
dst_host_count
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 230.06577 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 255 |
| median | 255 |
| Q3 | 255 |
| 95-th percentile | 255 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 68.285716 |
|---|---|
| Coefficient of variation (CV) | 0.29680954 |
| Kurtosis | 4.9406139 |
| Mean | 230.06577 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.5668131 |
| Sum | 35493857 |
| Variance | 4662.939 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 133454 | |
| 1 | 1643 | 1.1% |
| 2 | 908 | 0.6% |
| 3 | 537 | 0.3% |
| 4 | 512 | 0.3% |
| 5 | 379 | 0.2% |
| 6 | 330 | 0.2% |
| 8 | 284 | 0.2% |
| 7 | 278 | 0.2% |
| 9 | 270 | 0.2% |
| Other values (246) | 15682 | 10.2% |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 1643 | |
| 2 | 908 | |
| 3 | 537 | 0.3% |
| 4 | 512 | 0.3% |
| 5 | 379 | 0.2% |
| 6 | 330 | 0.2% |
| 7 | 278 | 0.2% |
| 8 | 284 | 0.2% |
| 9 | 270 | 0.2% |
| Value | Count | Frequency (%) |
| 255 | 133454 | |
| 254 | 28 | < 0.1% |
| 253 | 31 | < 0.1% |
| 252 | 29 | < 0.1% |
| 251 | 27 | < 0.1% |
| 250 | 27 | < 0.1% |
| 249 | 17 | < 0.1% |
| 248 | 27 | < 0.1% |
| 247 | 27 | < 0.1% |
| 246 | 16 | < 0.1% |
dst_host_srv_count
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 184.94691 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 25 |
| median | 255 |
| Q3 | 255 |
| 95-th percentile | 255 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 230 |
Descriptive statistics
| Standard deviation | 107.56892 |
|---|---|
| Coefficient of variation (CV) | 0.58162051 |
| Kurtosis | -1.0395803 |
| Mean | 184.94691 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.94883184 |
| Sum | 28533054 |
| Variance | 11571.071 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 102814 | |
| 1 | 5312 | 3.4% |
| 2 | 2351 | 1.5% |
| 3 | 1817 | 1.2% |
| 10 | 1721 | 1.1% |
| 11 | 1703 | 1.1% |
| 5 | 1699 | 1.1% |
| 8 | 1695 | 1.1% |
| 9 | 1666 | 1.1% |
| 4 | 1620 | 1.1% |
| Other values (246) | 31879 | 20.7% |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 5312 | |
| 2 | 2351 | |
| 3 | 1817 | 1.2% |
| 4 | 1620 | 1.1% |
| 5 | 1699 | 1.1% |
| 6 | 1616 | 1.0% |
| 7 | 1599 | 1.0% |
| 8 | 1695 | 1.1% |
| 9 | 1666 | 1.1% |
| Value | Count | Frequency (%) |
| 255 | 102814 | |
| 254 | 363 | 0.2% |
| 253 | 233 | 0.2% |
| 252 | 168 | 0.1% |
| 251 | 194 | 0.1% |
| 250 | 219 | 0.1% |
| 249 | 168 | 0.1% |
| 248 | 116 | 0.1% |
| 247 | 120 | 0.1% |
| 246 | 132 | 0.1% |
dst_host_same_srv_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.74622601 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 5104 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.25 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.75 |
Descriptive statistics
| Standard deviation | 0.41469558 |
|---|---|
| Coefficient of variation (CV) | 0.55572383 |
| Kurtosis | -0.7855258 |
| Mean | 0.74622601 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.0796608 |
| Sum | 115125.51 |
| Variance | 0.17197242 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 107402 | |
| 0 | 5104 | 3.3% |
| 0.04 | 4920 | 3.2% |
| 0.02 | 4777 | 3.1% |
| 0.05 | 4632 | 3.0% |
| 0.07 | 4621 | 3.0% |
| 0.01 | 4034 | 2.6% |
| 0.03 | 3211 | 2.1% |
| 0.06 | 3046 | 2.0% |
| 0.08 | 1787 | 1.2% |
| Other values (91) | 10743 | 7.0% |
| Value | Count | Frequency (%) |
| 0 | 5104 | |
| 0.01 | 4034 | |
| 0.02 | 4777 | |
| 0.03 | 3211 | |
| 0.04 | 4920 | |
| 0.05 | 4632 | |
| 0.06 | 3046 | |
| 0.07 | 4621 | |
| 0.08 | 1787 | 1.2% |
| 0.09 | 900 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 107402 | |
| 0.99 | 344 | 0.2% |
| 0.98 | 515 | 0.3% |
| 0.97 | 240 | 0.2% |
| 0.96 | 445 | 0.3% |
| 0.95 | 399 | 0.3% |
| 0.94 | 333 | 0.2% |
| 0.93 | 330 | 0.2% |
| 0.92 | 277 | 0.2% |
| 0.91 | 283 | 0.2% |
dst_host_diff_srv_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.041634528 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 107167 |
| Zeros (%) | 69.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.05 |
| 95-th percentile | 0.08 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.05 |
Descriptive statistics
| Standard deviation | 0.14671162 |
|---|---|
| Coefficient of variation (CV) | 3.523797 |
| Kurtosis | 30.12018 |
| Mean | 0.041634528 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.468846 |
| Sum | 6423.25 |
| Variance | 0.0215243 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 107167 | |
| 0.07 | 13620 | 8.8% |
| 0.06 | 8575 | 5.6% |
| 0.05 | 5569 | 3.6% |
| 0.08 | 4461 | 2.9% |
| 0.01 | 4259 | 2.8% |
| 1 | 1985 | 1.3% |
| 0.02 | 1755 | 1.1% |
| 0.09 | 1168 | 0.8% |
| 0.03 | 1113 | 0.7% |
| Other values (91) | 4605 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 107167 | |
| 0.01 | 4259 | 2.8% |
| 0.02 | 1755 | 1.1% |
| 0.03 | 1113 | 0.7% |
| 0.04 | 927 | 0.6% |
| 0.05 | 5569 | 3.6% |
| 0.06 | 8575 | 5.6% |
| 0.07 | 13620 | 8.8% |
| 0.08 | 4461 | 2.9% |
| 0.09 | 1168 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 1985 | |
| 0.99 | 6 | < 0.1% |
| 0.98 | 12 | < 0.1% |
| 0.97 | 10 | < 0.1% |
| 0.96 | 10 | < 0.1% |
| 0.95 | 14 | < 0.1% |
| 0.94 | 9 | < 0.1% |
| 0.93 | 7 | < 0.1% |
| 0.92 | 6 | < 0.1% |
| 0.91 | 41 | < 0.1% |
dst_host_same_src_port_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.59397182 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 45251 |
| Zeros (%) | 29.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.48195008 |
|---|---|
| Coefficient of variation (CV) | 0.81140227 |
| Kurtosis | -1.8430286 |
| Mean | 0.59397182 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.36574494 |
| Sum | 91636.19 |
| Variance | 0.23227588 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 88756 | |
| 0 | 45251 | |
| 0.01 | 6861 | 4.4% |
| 0.02 | 2268 | 1.5% |
| 0.03 | 1371 | 0.9% |
| 0.04 | 882 | 0.6% |
| 0.05 | 730 | 0.5% |
| 0.06 | 550 | 0.4% |
| 0.5 | 519 | 0.3% |
| 0.07 | 478 | 0.3% |
| Other values (91) | 6611 | 4.3% |
| Value | Count | Frequency (%) |
| 0 | 45251 | |
| 0.01 | 6861 | 4.4% |
| 0.02 | 2268 | 1.5% |
| 0.03 | 1371 | 0.9% |
| 0.04 | 882 | 0.6% |
| 0.05 | 730 | 0.5% |
| 0.06 | 550 | 0.4% |
| 0.07 | 478 | 0.3% |
| 0.08 | 469 | 0.3% |
| 0.09 | 277 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 88756 | |
| 0.99 | 187 | 0.1% |
| 0.98 | 134 | 0.1% |
| 0.97 | 65 | < 0.1% |
| 0.96 | 81 | 0.1% |
| 0.95 | 71 | < 0.1% |
| 0.94 | 30 | < 0.1% |
| 0.93 | 40 | < 0.1% |
| 0.92 | 36 | < 0.1% |
| 0.91 | 37 | < 0.1% |
dst_host_srv_diff_host_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 59 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.010675927 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 137157 |
| Zeros (%) | 88.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.04 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.065911141 |
|---|---|
| Coefficient of variation (CV) | 6.1738096 |
| Kurtosis | 130.1286 |
| Mean | 0.010675927 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.494109 |
| Sum | 1647.05 |
| Variance | 0.0043442785 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 137157 | |
| 0.02 | 3529 | 2.3% |
| 0.01 | 3152 | 2.0% |
| 0.04 | 2074 | 1.3% |
| 0.03 | 1995 | 1.3% |
| 0.05 | 1377 | 0.9% |
| 0.5 | 724 | 0.5% |
| 0.06 | 612 | 0.4% |
| 0.07 | 483 | 0.3% |
| 1 | 337 | 0.2% |
| Other values (49) | 2837 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 137157 | |
| 0.01 | 3152 | 2.0% |
| 0.02 | 3529 | 2.3% |
| 0.03 | 1995 | 1.3% |
| 0.04 | 2074 | 1.3% |
| 0.05 | 1377 | 0.9% |
| 0.06 | 612 | 0.4% |
| 0.07 | 483 | 0.3% |
| 0.08 | 221 | 0.1% |
| 0.09 | 209 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 337 | |
| 0.67 | 20 | < 0.1% |
| 0.62 | 1 | < 0.1% |
| 0.6 | 10 | < 0.1% |
| 0.58 | 1 | < 0.1% |
| 0.57 | 9 | < 0.1% |
| 0.56 | 8 | < 0.1% |
| 0.55 | 6 | < 0.1% |
| 0.54 | 8 | < 0.1% |
| 0.53 | 19 | < 0.1% |
dst_host_serror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17068319 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 124366 |
| Zeros (%) | 80.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.37421913 |
|---|---|
| Coefficient of variation (CV) | 2.192478 |
| Kurtosis | 1.1052058 |
| Mean | 0.17068319 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.7594208 |
| Sum | 26332.49 |
| Variance | 0.14003995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 124366 | |
| 1 | 25982 | 16.8% |
| 0.01 | 1449 | 0.9% |
| 0.02 | 454 | 0.3% |
| 0.09 | 262 | 0.2% |
| 0.03 | 202 | 0.1% |
| 0.05 | 135 | 0.1% |
| 0.08 | 110 | 0.1% |
| 0.04 | 105 | 0.1% |
| 0.07 | 102 | 0.1% |
| Other values (80) | 1110 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 124366 | |
| 0.01 | 1449 | 0.9% |
| 0.02 | 454 | 0.3% |
| 0.03 | 202 | 0.1% |
| 0.04 | 105 | 0.1% |
| 0.05 | 135 | 0.1% |
| 0.06 | 67 | < 0.1% |
| 0.07 | 102 | 0.1% |
| 0.08 | 110 | 0.1% |
| 0.09 | 262 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 25982 | |
| 0.99 | 11 | < 0.1% |
| 0.98 | 4 | < 0.1% |
| 0.97 | 4 | < 0.1% |
| 0.96 | 9 | < 0.1% |
| 0.95 | 4 | < 0.1% |
| 0.94 | 7 | < 0.1% |
| 0.93 | 3 | < 0.1% |
| 0.92 | 3 | < 0.1% |
| 0.91 | 2 | < 0.1% |
dst_host_srv_serror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 48 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17020236 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 125858 |
| Zeros (%) | 81.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.37545583 |
|---|---|
| Coefficient of variation (CV) | 2.2059378 |
| Kurtosis | 1.0876668 |
| Mean | 0.17020236 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.7568987 |
| Sum | 26258.31 |
| Variance | 0.14096708 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 125858 | |
| 1 | 26194 | 17.0% |
| 0.01 | 1720 | 1.1% |
| 0.02 | 266 | 0.2% |
| 0.03 | 69 | < 0.1% |
| 0.04 | 37 | < 0.1% |
| 0.05 | 26 | < 0.1% |
| 0.06 | 15 | < 0.1% |
| 0.5 | 9 | < 0.1% |
| 0.07 | 9 | < 0.1% |
| Other values (38) | 74 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 125858 | |
| 0.01 | 1720 | 1.1% |
| 0.02 | 266 | 0.2% |
| 0.03 | 69 | < 0.1% |
| 0.04 | 37 | < 0.1% |
| 0.05 | 26 | < 0.1% |
| 0.06 | 15 | < 0.1% |
| 0.07 | 9 | < 0.1% |
| 0.08 | 8 | < 0.1% |
| 0.09 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 26194 | |
| 0.97 | 2 | < 0.1% |
| 0.96 | 4 | < 0.1% |
| 0.91 | 2 | < 0.1% |
| 0.88 | 1 | < 0.1% |
| 0.85 | 1 | < 0.1% |
| 0.84 | 1 | < 0.1% |
| 0.83 | 2 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.78 | 1 | < 0.1% |
dst_host_rerror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06791103 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 139900 |
| Zeros (%) | 90.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.24486307 |
|---|---|
| Coefficient of variation (CV) | 3.6056451 |
| Kurtosis | 9.9084258 |
| Mean | 0.06791103 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.4317133 |
| Sum | 10477.11 |
| Variance | 0.059957923 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 139900 | |
| 1 | 8446 | 5.5% |
| 0.01 | 700 | 0.5% |
| 0.05 | 647 | 0.4% |
| 0.04 | 646 | 0.4% |
| 0.02 | 490 | 0.3% |
| 0.03 | 329 | 0.2% |
| 0.06 | 181 | 0.1% |
| 0.85 | 115 | 0.1% |
| 0.93 | 104 | 0.1% |
| Other values (91) | 2719 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 139900 | |
| 0.01 | 700 | 0.5% |
| 0.02 | 490 | 0.3% |
| 0.03 | 329 | 0.2% |
| 0.04 | 646 | 0.4% |
| 0.05 | 647 | 0.4% |
| 0.06 | 181 | 0.1% |
| 0.07 | 49 | < 0.1% |
| 0.08 | 41 | < 0.1% |
| 0.09 | 26 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 8446 | |
| 0.99 | 60 | < 0.1% |
| 0.98 | 56 | < 0.1% |
| 0.97 | 58 | < 0.1% |
| 0.96 | 69 | < 0.1% |
| 0.95 | 100 | 0.1% |
| 0.94 | 46 | < 0.1% |
| 0.93 | 104 | 0.1% |
| 0.92 | 91 | 0.1% |
| 0.91 | 71 | < 0.1% |
dst_host_srv_rerror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.066511405 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 140793 |
| Zeros (%) | 91.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.24603478 |
|---|---|
| Coefficient of variation (CV) | 3.6991367 |
| Kurtosis | 10.238846 |
| Mean | 0.066511405 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.4909747 |
| Sum | 10261.18 |
| Variance | 0.060533111 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 140793 | |
| 1 | 9373 | 6.1% |
| 0.01 | 690 | 0.4% |
| 0.04 | 652 | 0.4% |
| 0.05 | 646 | 0.4% |
| 0.02 | 443 | 0.3% |
| 0.03 | 337 | 0.2% |
| 0.06 | 177 | 0.1% |
| 0.98 | 102 | 0.1% |
| 0.99 | 73 | < 0.1% |
| Other values (91) | 991 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 140793 | |
| 0.01 | 690 | 0.4% |
| 0.02 | 443 | 0.3% |
| 0.03 | 337 | 0.2% |
| 0.04 | 652 | 0.4% |
| 0.05 | 646 | 0.4% |
| 0.06 | 177 | 0.1% |
| 0.07 | 35 | < 0.1% |
| 0.08 | 23 | < 0.1% |
| 0.09 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 9373 | |
| 0.99 | 73 | < 0.1% |
| 0.98 | 102 | 0.1% |
| 0.97 | 36 | < 0.1% |
| 0.96 | 36 | < 0.1% |
| 0.95 | 35 | < 0.1% |
| 0.94 | 36 | < 0.1% |
| 0.93 | 31 | < 0.1% |
| 0.92 | 20 | < 0.1% |
| 0.91 | 22 | < 0.1% |
label
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| smurf. | |
|---|---|
| neptune. | |
| normal. | |
| back. | 2203 |
| satan. | 1589 |
| Other values (10) | 4905 |
Length
| Max length | 16 |
|---|---|
| Median length | 6 |
| Mean length | 6.6938559 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1032708 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | smurf. |
|---|---|
| 2nd row | smurf. |
| 3rd row | neptune. |
| 4th row | neptune. |
| 5th row | smurf. |
Common Values
| Value | Count | Frequency (%) |
| smurf. | 84162 | |
| neptune. | 32109 | 20.8% |
| normal. | 29309 | 19.0% |
| back. | 2203 | 1.4% |
| satan. | 1589 | 1.0% |
| ipsweep. | 1247 | 0.8% |
| portsweep. | 1040 | 0.7% |
| warezclient. | 1020 | 0.7% |
| teardrop. | 979 | 0.6% |
| pod. | 264 | 0.2% |
| Other values (5) | 355 | 0.2% |
Length
| Value | Count | Frequency (%) |
| smurf | 84162 | |
| neptune | 32109 | 20.8% |
| normal | 29309 | 19.0% |
| back | 2203 | 1.4% |
| satan | 1589 | 1.0% |
| ipsweep | 1247 | 0.8% |
| portsweep | 1040 | 0.7% |
| warezclient | 1020 | 0.7% |
| teardrop | 979 | 0.6% |
| pod | 264 | 0.2% |
| Other values (5) | 355 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 154277 | |
| r | 117589 | |
| u | 116354 | |
| m | 113722 | |
| n | 96388 | |
| s | 88270 | |
| f | 84252 | |
| e | 71964 | |
| p | 38210 | 3.7% |
| a | 37034 | 3.6% |
| Other values (13) | 114648 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1032708 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 154277 | |
| r | 117589 | |
| u | 116354 | |
| m | 113722 | |
| n | 96388 | |
| s | 88270 | |
| f | 84252 | |
| e | 71964 | |
| p | 38210 | 3.7% |
| a | 37034 | 3.6% |
| Other values (13) | 114648 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1032708 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 154277 | |
| r | 117589 | |
| u | 116354 | |
| m | 113722 | |
| n | 96388 | |
| s | 88270 | |
| f | 84252 | |
| e | 71964 | |
| p | 38210 | 3.7% |
| a | 37034 | 3.6% |
| Other values (13) | 114648 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1032708 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 154277 | |
| r | 117589 | |
| u | 116354 | |
| m | 113722 | |
| n | 96388 | |
| s | 88270 | |
| f | 84252 | |
| e | 71964 | |
| p | 38210 | 3.7% |
| a | 37034 | 3.6% |
| Other values (13) | 114648 |
| count | diff_srv_rate | dst_bytes | dst_host_count | dst_host_diff_srv_rate | dst_host_rerror_rate | dst_host_same_src_port_rate | dst_host_same_srv_rate | dst_host_serror_rate | dst_host_srv_count | dst_host_srv_diff_host_rate | dst_host_srv_rerror_rate | dst_host_srv_serror_rate | duration | flag | hot | is_guest_login | label | land | logged_in | num_access_files | num_compromised | num_failed_logins | num_file_creations | num_root | num_shells | protocol_type | rerror_rate | root_shell | same_srv_rate | serror_rate | src_bytes | srv_count | srv_diff_host_rate | srv_rerror_rate | srv_serror_rate | su_attempted | wrong_fragment | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | 1.000 | -0.302 | -0.625 | 0.558 | -0.504 | -0.278 | 0.726 | 0.497 | -0.291 | 0.565 | -0.497 | -0.268 | -0.298 | -0.260 | 0.314 | -0.193 | 0.095 | 0.472 | 0.019 | 0.781 | 0.025 | -0.164 | 0.022 | -0.035 | -0.053 | 0.013 | 0.707 | -0.202 | 0.021 | 0.287 | -0.254 | 0.597 | 0.931 | -0.384 | -0.215 | -0.266 | 0.000 | 0.215 |
| diff_srv_rate | -0.302 | 1.000 | -0.228 | 0.196 | 0.835 | 0.300 | -0.709 | -0.853 | 0.794 | -0.819 | -0.183 | 0.293 | 0.764 | -0.051 | 0.144 | -0.069 | 0.003 | 0.288 | 0.000 | 0.040 | 0.000 | -0.062 | 0.000 | -0.006 | -0.012 | 0.025 | 0.159 | 0.367 | 0.000 | -0.983 | 0.823 | -0.731 | -0.487 | -0.144 | 0.344 | 0.788 | 0.000 | 0.005 |
| dst_bytes | -0.625 | -0.228 | 1.000 | -0.557 | -0.059 | 0.053 | -0.406 | 0.077 | -0.162 | 0.041 | 0.508 | 0.059 | -0.150 | 0.284 | 0.074 | 0.320 | 0.000 | 0.389 | 0.000 | 0.017 | 0.000 | 0.295 | 0.000 | 0.030 | -0.004 | 0.000 | 0.010 | -0.100 | 0.000 | 0.235 | -0.209 | -0.087 | -0.486 | 0.480 | -0.065 | -0.198 | 0.000 | 0.000 |
| dst_host_count | 0.558 | 0.196 | -0.557 | 1.000 | 0.062 | -0.100 | 0.153 | -0.088 | 0.130 | 0.044 | -0.903 | -0.101 | 0.118 | -0.152 | 0.067 | -0.094 | 0.094 | 0.272 | 0.049 | 0.647 | 0.017 | -0.064 | 0.053 | -0.047 | -0.074 | 0.036 | 0.276 | -0.042 | 0.044 | -0.200 | 0.172 | 0.112 | 0.439 | -0.443 | -0.049 | 0.164 | 0.020 | 0.091 |
| dst_host_diff_srv_rate | -0.504 | 0.835 | -0.059 | 0.062 | 1.000 | 0.318 | -0.736 | -0.981 | 0.703 | -0.942 | -0.103 | 0.287 | 0.660 | 0.220 | 0.188 | -0.050 | 0.022 | 0.315 | 0.026 | 0.112 | 0.029 | -0.075 | 0.000 | 0.023 | 0.044 | 0.010 | 0.341 | 0.357 | 0.000 | -0.829 | 0.704 | -0.711 | -0.658 | -0.069 | 0.338 | 0.671 | 0.000 | 0.132 |
| dst_host_rerror_rate | -0.278 | 0.300 | 0.053 | -0.100 | 0.318 | 1.000 | -0.320 | -0.305 | -0.047 | -0.341 | 0.063 | 0.942 | -0.112 | 0.008 | 0.329 | 0.323 | 0.012 | 0.286 | 0.000 | 0.125 | 0.000 | 0.329 | 0.047 | -0.002 | -0.004 | 0.000 | 0.256 | 0.873 | 0.041 | -0.281 | -0.076 | -0.257 | -0.365 | 0.013 | 0.869 | -0.131 | 0.000 | 0.256 |
| dst_host_same_src_port_rate | 0.726 | -0.709 | -0.406 | 0.153 | -0.736 | -0.320 | 1.000 | 0.742 | -0.649 | 0.731 | -0.132 | -0.314 | -0.630 | -0.062 | 0.229 | -0.150 | 0.065 | 0.358 | 0.003 | 0.484 | 0.017 | -0.139 | 0.015 | -0.013 | -0.015 | 0.053 | 0.692 | -0.276 | 0.041 | 0.717 | -0.638 | 0.752 | 0.784 | -0.197 | -0.283 | -0.622 | 0.000 | 0.265 |
| dst_host_same_srv_rate | 0.497 | -0.853 | 0.077 | -0.088 | -0.981 | -0.305 | 0.742 | 1.000 | -0.725 | 0.957 | 0.123 | -0.281 | -0.686 | -0.203 | 0.307 | 0.049 | 0.297 | 0.369 | 0.003 | 0.339 | 0.036 | 0.075 | 0.003 | -0.018 | -0.037 | 0.045 | 0.530 | -0.351 | 0.006 | 0.858 | -0.730 | 0.727 | 0.665 | 0.086 | -0.332 | -0.700 | 0.035 | 0.301 |
| dst_host_serror_rate | -0.291 | 0.794 | -0.162 | 0.130 | 0.703 | -0.047 | -0.649 | -0.725 | 1.000 | -0.699 | -0.127 | -0.066 | 0.951 | -0.055 | 0.351 | -0.006 | 0.054 | 0.364 | 0.039 | 0.196 | 0.000 | -0.011 | 0.028 | -0.000 | -0.007 | 0.000 | 0.399 | -0.060 | 0.000 | -0.818 | 0.964 | -0.629 | -0.430 | -0.102 | -0.064 | 0.947 | 0.052 | 0.134 |
| dst_host_srv_count | 0.565 | -0.819 | 0.041 | 0.044 | -0.942 | -0.341 | 0.731 | 0.957 | -0.699 | 1.000 | 0.035 | -0.320 | -0.664 | -0.212 | 0.302 | -0.013 | 0.185 | 0.374 | 0.019 | 0.360 | 0.021 | 0.015 | 0.059 | -0.027 | -0.035 | 0.047 | 0.537 | -0.371 | 0.014 | 0.823 | -0.701 | 0.730 | 0.720 | 0.042 | -0.354 | -0.672 | 0.019 | 0.247 |
| dst_host_srv_diff_host_rate | -0.497 | -0.183 | 0.508 | -0.903 | -0.103 | 0.063 | -0.132 | 0.123 | -0.127 | 0.035 | 1.000 | 0.072 | -0.107 | 0.091 | 0.088 | -0.034 | 0.003 | 0.395 | 0.151 | 0.070 | 0.000 | -0.040 | 0.038 | 0.023 | 0.058 | 0.000 | 0.096 | 0.042 | 0.047 | 0.185 | -0.157 | -0.138 | -0.378 | 0.441 | 0.042 | -0.148 | 0.000 | 0.157 |
| dst_host_srv_rerror_rate | -0.268 | 0.293 | 0.059 | -0.101 | 0.287 | 0.942 | -0.314 | -0.281 | -0.066 | -0.320 | 0.072 | 1.000 | -0.114 | -0.005 | 0.343 | 0.313 | 0.014 | 0.191 | 0.000 | 0.128 | 0.000 | 0.343 | 0.060 | -0.003 | -0.009 | 0.000 | 0.235 | 0.874 | 0.069 | -0.277 | -0.081 | -0.256 | -0.355 | 0.019 | 0.894 | -0.138 | 0.000 | 0.015 |
| dst_host_srv_serror_rate | -0.298 | 0.764 | -0.150 | 0.118 | 0.660 | -0.112 | -0.630 | -0.686 | 0.951 | -0.664 | -0.107 | -0.114 | 1.000 | -0.055 | 0.407 | -0.013 | 0.023 | 0.331 | 0.433 | 0.196 | 0.000 | -0.008 | 0.136 | -0.002 | -0.006 | 0.000 | 0.394 | -0.111 | 0.000 | -0.789 | 0.946 | -0.612 | -0.407 | -0.092 | -0.120 | 0.965 | 0.138 | 0.028 |
| duration | -0.260 | -0.051 | 0.284 | -0.152 | 0.220 | 0.008 | -0.062 | -0.203 | -0.055 | -0.212 | 0.091 | -0.005 | -0.055 | 1.000 | 0.095 | 0.120 | 0.076 | 0.097 | 0.000 | 0.011 | 0.069 | 0.003 | 0.000 | 0.062 | 0.013 | 0.000 | 0.146 | -0.011 | 0.021 | 0.062 | -0.076 | 0.027 | -0.251 | 0.106 | -0.013 | -0.074 | 0.116 | 0.000 |
| flag | 0.314 | 0.144 | 0.074 | 0.067 | 0.188 | 0.329 | 0.229 | 0.307 | 0.351 | 0.302 | 0.088 | 0.343 | 0.407 | 0.095 | 1.000 | 0.017 | 0.028 | 0.484 | 0.025 | 0.240 | 0.002 | 0.000 | 0.305 | 0.000 | 0.000 | 0.000 | 0.485 | 0.343 | 0.000 | 0.321 | 0.369 | 0.065 | 0.206 | 0.044 | 0.340 | 0.412 | 0.000 | 0.035 |
| hot | -0.193 | -0.069 | 0.320 | -0.094 | -0.050 | 0.323 | -0.150 | 0.049 | -0.006 | -0.013 | -0.034 | 0.313 | -0.013 | 0.120 | 0.017 | 1.000 | 0.971 | 0.193 | 0.000 | 0.124 | 0.000 | 0.870 | 0.000 | 0.026 | -0.000 | 0.000 | 0.046 | 0.020 | 0.039 | 0.070 | -0.060 | 0.219 | -0.181 | 0.054 | 0.086 | -0.058 | 0.000 | 0.000 |
| is_guest_login | 0.095 | 0.003 | 0.000 | 0.094 | 0.022 | 0.012 | 0.065 | 0.297 | 0.054 | 0.185 | 0.003 | 0.014 | 0.023 | 0.076 | 0.028 | 0.971 | 1.000 | 0.466 | 0.000 | 0.121 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.000 | 0.065 | 0.013 | 0.000 | 0.032 | 0.023 | 0.000 | 0.058 | 0.010 | 0.012 | 0.023 | 0.000 | 0.003 |
| label | 0.472 | 0.288 | 0.389 | 0.272 | 0.315 | 0.286 | 0.358 | 0.369 | 0.364 | 0.374 | 0.395 | 0.191 | 0.331 | 0.097 | 0.484 | 0.193 | 0.466 | 1.000 | 1.000 | 0.844 | 0.029 | 0.000 | 0.700 | 0.131 | 0.000 | 0.015 | 0.780 | 0.302 | 0.685 | 0.341 | 0.367 | 0.029 | 0.373 | 0.232 | 0.234 | 0.310 | 0.000 | 0.985 |
| land | 0.019 | 0.000 | 0.000 | 0.049 | 0.026 | 0.000 | 0.003 | 0.003 | 0.039 | 0.019 | 0.151 | 0.000 | 0.433 | 0.000 | 0.025 | 0.000 | 0.000 | 1.000 | 1.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.032 | 0.000 | 0.010 | 0.039 | 0.000 | 0.010 | 0.065 | 0.000 | 0.025 | 0.000 | 0.000 |
| logged_in | 0.781 | 0.040 | 0.017 | 0.647 | 0.112 | 0.125 | 0.484 | 0.339 | 0.196 | 0.360 | 0.070 | 0.128 | 0.196 | 0.011 | 0.240 | 0.124 | 0.121 | 0.844 | 0.003 | 1.000 | 0.068 | 0.007 | 0.007 | 0.016 | 0.007 | 0.018 | 0.534 | 0.146 | 0.027 | 0.229 | 0.196 | 0.000 | 0.477 | 0.430 | 0.192 | 0.204 | 0.010 | 0.039 |
| num_access_files | 0.025 | 0.000 | 0.000 | 0.017 | 0.029 | 0.000 | 0.017 | 0.036 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.069 | 0.002 | 0.000 | 0.000 | 0.029 | 0.000 | 0.068 | 1.000 | 0.707 | 0.000 | 0.500 | 0.707 | 0.000 | 0.025 | 0.000 | 0.208 | 0.008 | 0.004 | 0.000 | 0.014 | 0.016 | 0.023 | 0.006 | 0.707 | 0.000 |
| num_compromised | -0.164 | -0.062 | 0.295 | -0.064 | -0.075 | 0.329 | -0.139 | 0.075 | -0.011 | 0.015 | -0.040 | 0.343 | -0.008 | 0.003 | 0.000 | 0.870 | 0.000 | 0.000 | 0.000 | 0.007 | 0.707 | 1.000 | 0.000 | 0.033 | 0.016 | 0.000 | 0.000 | 0.009 | 0.208 | 0.063 | -0.054 | 0.212 | -0.152 | 0.063 | 0.084 | -0.053 | 0.866 | 0.000 |
| num_failed_logins | 0.022 | 0.000 | 0.000 | 0.053 | 0.000 | 0.047 | 0.015 | 0.003 | 0.028 | 0.059 | 0.038 | 0.060 | 0.136 | 0.000 | 0.305 | 0.000 | 0.000 | 0.700 | 0.000 | 0.007 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.054 | 0.000 | 0.000 | 0.026 | 0.000 | 0.012 | 0.000 | 0.048 | 0.032 | 0.000 | 0.000 |
| num_file_creations | -0.035 | -0.006 | 0.030 | -0.047 | 0.023 | -0.002 | -0.013 | -0.018 | -0.000 | -0.027 | 0.023 | -0.003 | -0.002 | 0.062 | 0.000 | 0.026 | 0.034 | 0.131 | 0.000 | 0.016 | 0.500 | 0.033 | 0.000 | 1.000 | 0.041 | 0.000 | 0.004 | -0.005 | 0.000 | 0.008 | -0.008 | 0.030 | -0.033 | 0.006 | -0.004 | -0.010 | 0.000 | 0.000 |
| num_root | -0.053 | -0.012 | -0.004 | -0.074 | 0.044 | -0.004 | -0.015 | -0.037 | -0.007 | -0.035 | 0.058 | -0.009 | -0.006 | 0.013 | 0.000 | -0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.707 | 0.016 | 0.000 | 0.041 | 1.000 | 0.000 | 0.000 | -0.009 | 0.208 | 0.014 | -0.016 | -0.000 | -0.051 | 0.005 | -0.009 | -0.015 | 0.866 | 0.000 |
| num_shells | 0.013 | 0.025 | 0.000 | 0.036 | 0.010 | 0.000 | 0.053 | 0.045 | 0.000 | 0.047 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| protocol_type | 0.707 | 0.159 | 0.010 | 0.276 | 0.341 | 0.256 | 0.692 | 0.530 | 0.399 | 0.537 | 0.096 | 0.235 | 0.394 | 0.146 | 0.485 | 0.046 | 0.065 | 0.780 | 0.014 | 0.534 | 0.025 | 0.000 | 0.016 | 0.004 | 0.000 | 0.010 | 1.000 | 0.237 | 0.015 | 0.471 | 0.405 | 0.000 | 0.721 | 0.171 | 0.241 | 0.396 | 0.001 | 0.261 |
| rerror_rate | -0.202 | 0.367 | -0.100 | -0.042 | 0.357 | 0.873 | -0.276 | -0.351 | -0.060 | -0.371 | 0.042 | 0.874 | -0.111 | -0.011 | 0.343 | 0.020 | 0.013 | 0.302 | 0.032 | 0.146 | 0.000 | 0.009 | 0.054 | -0.005 | -0.009 | 0.000 | 0.237 | 1.000 | 0.027 | -0.348 | -0.053 | -0.358 | -0.314 | -0.030 | 0.962 | -0.111 | 0.000 | 0.016 |
| root_shell | 0.021 | 0.000 | 0.000 | 0.044 | 0.000 | 0.041 | 0.041 | 0.006 | 0.000 | 0.014 | 0.047 | 0.069 | 0.000 | 0.021 | 0.000 | 0.039 | 0.000 | 0.685 | 0.000 | 0.027 | 0.208 | 0.208 | 0.000 | 0.000 | 0.208 | 0.000 | 0.015 | 0.027 | 1.000 | 0.006 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.208 | 0.000 |
| same_srv_rate | 0.287 | -0.983 | 0.235 | -0.200 | -0.829 | -0.281 | 0.717 | 0.858 | -0.818 | 0.823 | 0.185 | -0.277 | -0.789 | 0.062 | 0.321 | 0.070 | 0.032 | 0.341 | 0.010 | 0.229 | 0.008 | 0.063 | 0.000 | 0.008 | 0.014 | 0.000 | 0.471 | -0.348 | 0.006 | 1.000 | -0.849 | 0.736 | 0.491 | 0.146 | -0.326 | -0.814 | 0.000 | 0.052 |
| serror_rate | -0.254 | 0.823 | -0.209 | 0.172 | 0.704 | -0.076 | -0.638 | -0.730 | 0.964 | -0.701 | -0.157 | -0.081 | 0.946 | -0.076 | 0.369 | -0.060 | 0.023 | 0.367 | 0.039 | 0.196 | 0.004 | -0.054 | 0.026 | -0.008 | -0.016 | 0.000 | 0.405 | -0.053 | 0.000 | -0.849 | 1.000 | -0.649 | -0.404 | -0.124 | -0.063 | 0.977 | 0.000 | 0.190 |
| src_bytes | 0.597 | -0.731 | -0.087 | 0.112 | -0.711 | -0.257 | 0.752 | 0.727 | -0.629 | 0.730 | -0.138 | -0.256 | -0.612 | 0.027 | 0.065 | 0.219 | 0.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.212 | 0.000 | 0.030 | -0.000 | 0.000 | 0.000 | -0.358 | 0.000 | 0.736 | -0.649 | 1.000 | 0.671 | -0.083 | -0.332 | -0.632 | 0.000 | 0.000 |
| srv_count | 0.931 | -0.487 | -0.486 | 0.439 | -0.658 | -0.365 | 0.784 | 0.665 | -0.430 | 0.720 | -0.378 | -0.355 | -0.407 | -0.251 | 0.206 | -0.181 | 0.058 | 0.373 | 0.010 | 0.477 | 0.014 | -0.152 | 0.012 | -0.033 | -0.051 | 0.005 | 0.721 | -0.314 | 0.011 | 0.491 | -0.404 | 0.671 | 1.000 | -0.223 | -0.317 | -0.381 | 0.000 | 0.361 |
| srv_diff_host_rate | -0.384 | -0.144 | 0.480 | -0.443 | -0.069 | 0.013 | -0.197 | 0.086 | -0.102 | 0.042 | 0.441 | 0.019 | -0.092 | 0.106 | 0.044 | 0.054 | 0.010 | 0.232 | 0.065 | 0.430 | 0.016 | 0.063 | 0.000 | 0.006 | 0.005 | 0.000 | 0.171 | -0.030 | 0.000 | 0.146 | -0.124 | -0.083 | -0.223 | 1.000 | 0.019 | -0.113 | 0.004 | 0.196 |
| srv_rerror_rate | -0.215 | 0.344 | -0.065 | -0.049 | 0.338 | 0.869 | -0.283 | -0.332 | -0.064 | -0.354 | 0.042 | 0.894 | -0.120 | -0.013 | 0.340 | 0.086 | 0.012 | 0.234 | 0.000 | 0.192 | 0.023 | 0.084 | 0.048 | -0.004 | -0.009 | 0.000 | 0.241 | 0.962 | 0.000 | -0.326 | -0.063 | -0.332 | -0.317 | 0.019 | 1.000 | -0.124 | 0.000 | 0.016 |
| srv_serror_rate | -0.266 | 0.788 | -0.198 | 0.164 | 0.671 | -0.131 | -0.622 | -0.700 | 0.947 | -0.672 | -0.148 | -0.138 | 0.965 | -0.074 | 0.412 | -0.058 | 0.023 | 0.310 | 0.025 | 0.204 | 0.006 | -0.053 | 0.032 | -0.010 | -0.015 | 0.000 | 0.396 | -0.111 | 0.000 | -0.814 | 0.977 | -0.632 | -0.381 | -0.113 | -0.124 | 1.000 | 0.000 | 0.028 |
| su_attempted | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.035 | 0.052 | 0.019 | 0.000 | 0.000 | 0.138 | 0.116 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.707 | 0.866 | 0.000 | 0.000 | 0.866 | 0.000 | 0.001 | 0.000 | 0.208 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 1.000 | 0.000 |
| wrong_fragment | 0.215 | 0.005 | 0.000 | 0.091 | 0.132 | 0.256 | 0.265 | 0.301 | 0.134 | 0.247 | 0.157 | 0.015 | 0.028 | 0.000 | 0.035 | 0.000 | 0.003 | 0.985 | 0.000 | 0.039 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.261 | 0.016 | 0.000 | 0.052 | 0.190 | 0.000 | 0.361 | 0.196 | 0.016 | 0.028 | 0.000 | 1.000 |
| duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | num_outbound_cmds | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0.0 | 0.0 | 0.0 | 0.0 | 1.00 | 0.00 | 0.00 | 255 | 255 | 1.00 | 0.00 | 1.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. |
| 1 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 510 | 510 | 0.0 | 0.0 | 0.0 | 0.0 | 1.00 | 0.00 | 0.00 | 255 | 255 | 1.00 | 0.00 | 1.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. |
| 2 | 0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 136 | 16 | 1.0 | 1.0 | 0.0 | 0.0 | 0.12 | 0.05 | 0.00 | 255 | 4 | 0.02 | 0.08 | 0.00 | 0.00 | 1.0 | 1.0 | 0.0 | 0.0 | neptune. |
| 3 | 0 | tcp | private | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 137 | 4 | 0.0 | 0.0 | 1.0 | 1.0 | 0.03 | 0.06 | 0.00 | 255 | 4 | 0.02 | 0.05 | 0.00 | 0.00 | 0.0 | 0.0 | 1.0 | 1.0 | neptune. |
| 4 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0.0 | 0.0 | 0.0 | 0.0 | 1.00 | 0.00 | 0.00 | 255 | 255 | 1.00 | 0.00 | 1.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. |
| 5 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 463 | 463 | 0.0 | 0.0 | 0.0 | 0.0 | 1.00 | 0.00 | 0.00 | 255 | 255 | 1.00 | 0.00 | 1.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. |
| 6 | 0 | tcp | http | SF | 220 | 622 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 25 | 35 | 0.0 | 0.0 | 0.0 | 0.0 | 1.00 | 0.00 | 0.11 | 25 | 255 | 1.00 | 0.00 | 0.04 | 0.04 | 0.0 | 0.0 | 0.0 | 0.0 | normal. |
| 7 | 0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 115 | 5 | 1.0 | 1.0 | 0.0 | 0.0 | 0.04 | 0.07 | 0.00 | 255 | 5 | 0.02 | 0.06 | 0.00 | 0.00 | 1.0 | 1.0 | 0.0 | 0.0 | neptune. |
| 8 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 510 | 510 | 0.0 | 0.0 | 0.0 | 0.0 | 1.00 | 0.00 | 0.00 | 255 | 255 | 1.00 | 0.00 | 1.00 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. |
| 9 | 0 | tcp | private | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 224 | 12 | 0.0 | 0.0 | 1.0 | 1.0 | 0.05 | 0.07 | 0.00 | 255 | 12 | 0.05 | 0.07 | 0.00 | 0.00 | 0.0 | 0.0 | 1.0 | 1.0 | neptune. |
| duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | num_outbound_cmds | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 154267 | 0 | udp | private | SF | 28 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 24 | 24 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 91 | 0.36 | 0.01 | 0.36 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | teardrop. |
| 154268 | 0 | udp | private | SF | 28 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 25 | 25 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 92 | 0.36 | 0.01 | 0.36 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | teardrop. |
| 154269 | 0 | udp | private | SF | 28 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 26 | 26 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 93 | 0.36 | 0.01 | 0.36 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | teardrop. |
| 154270 | 0 | udp | private | SF | 28 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 27 | 27 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 94 | 0.37 | 0.01 | 0.37 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | teardrop. |
| 154271 | 0 | udp | private | SF | 28 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 28 | 28 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 95 | 0.37 | 0.01 | 0.37 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | teardrop. |
| 154272 | 0 | udp | private | SF | 28 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 29 | 29 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 96 | 0.38 | 0.01 | 0.38 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | teardrop. |
| 154273 | 0 | udp | private | SF | 28 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 30 | 30 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 97 | 0.38 | 0.01 | 0.38 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | teardrop. |
| 154274 | 0 | udp | private | SF | 28 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 31 | 31 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 98 | 0.38 | 0.01 | 0.38 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | teardrop. |
| 154275 | 0 | udp | private | SF | 28 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 32 | 32 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 99 | 0.39 | 0.01 | 0.39 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | teardrop. |
| 154276 | 0 | udp | private | SF | 28 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 33 | 33 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 100 | 0.39 | 0.01 | 0.39 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | teardrop. |
Most frequently occurring
| duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | num_outbound_cmds | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | label | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 273 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 57726 |
| 245 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 10061 |
| 271 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 510 | 510 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 7876 |
| 268 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 509 | 509 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 1586 |
| 265 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 508 | 508 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 374 |
| 183 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 449 | 449 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 307 |
| 214 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 480 | 480 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 254 |
| 185 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 451 | 451 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 246 |
| 212 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 478 | 478 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 236 |
| 216 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 482 | 482 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 255 | 255 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | smurf. | 222 |